Eugene Semenkin

Solving the Global Trajectory Optimization Problem with Archive-Based Differential Evolution

2018

The paper describes application of differential evolution with modified mutation strategy to the global trajectory optimization problems. The problems are provided by the European Space Agency and represent trajectories of several well-known spacecraft, namely, Cassini, …

Towards the advanced predictive modelling in epidemiology

2019 · IOP Conference Series Materials Science and Engineering

Abstract Data-driven prediction systems used in epidemiological studies are still unsatisfactory from a practical point of view. Different pitfalls should be considered while transferring technologies from research to practice. The proposed k-Nearest Neighbors approach is …

Genetic Programming for Automatic Design of Parameter Adaptation in Dual-Population Differential Evolution

2023

The parameter adaptation is one of the main problems in many evolutionary algorithms, including differential evolution. Instead of manual development of new methods, a hyper-heuristic approach can be used, where an algorithm is applied to …